{"id":"W4412723387","doi":"10.17504/protocols.io.5qpvornqbv4o/v1","title":"IAV H1N1 MDCK Plaque Assay Protocol v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Parvovirus B19 Infection Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Protocol (science); Virus quantification; Virology; Chemistry; Molecular biology; Biology; Medicine; Pathology; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006554319,0.0004126047,0.0007843127,0.0002667413,0.0001952053,0.00003824641,0.0001994004,0.0002904029,0.03528149],"category_scores_gemma":[0.0003169808,0.0003439203,0.0003199328,0.0002026661,0.00009057074,0.00003738342,0.001840597,0.001669188,0.002128665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004983374,"about_ca_system_score_gemma":0.0004809794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004234351,"about_ca_topic_score_gemma":0.00005440311,"domain_scores_codex":[0.9975719,0.0001795916,0.0005430468,0.0006952158,0.0006581629,0.0003520563],"domain_scores_gemma":[0.9983771,0.0001530717,0.0002489587,0.0008886694,0.0001758274,0.0001563475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005053435,0.0007954094,0.05281694,0.001719185,0.001249699,0.0002393243,0.000459535,0.000224086,0.00048896,0.001467758,0.9359328,0.004101009],"study_design_scores_gemma":[0.001474786,0.00009352113,0.007036083,0.0001115805,0.0001293132,0.0000629126,0.0001276393,0.0000861855,0.00123758,0.0003398602,0.9889383,0.0003621863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.001108642,0.00003609503,0.001396198,0.003139211,0.001048721,0.1871217,0.00005279363,0.0008753392,0.8052213],"genre_scores_gemma":[0.009441448,0.00002818063,0.001976887,0.002293026,0.0008262832,0.8567432,0.00009150796,0.00009813443,0.1285014],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.67672,"threshold_uncertainty_score":0.9999013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07590296082022686,"score_gpt":0.4123198516202847,"score_spread":0.3364168908000579,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}